Homework assignments are released on Thursday evenings, and due the following Thursday at 11:59 PM. Please read the grading and collaboration policy! For questions, come to our office hours or use the Piazza discussion site.
The take-home midterm exam will be distributed before 5:00pm on October 27, and due at 5:00pm on October 30. No late submissions!
The take-home final exam will be distributed before 5:00pm on December 8, and due at 5:00pm on December 11. No late submissions!
|1||September 17||September 24||Classification and Validation||questions, code||MNIST digits|
|2||September 24||October 1||Bayesian Classification||questions, code||Enron emails|
|3||October 1||October 8||Gaussian Classification||questions, digit code, gamma code||MNIST digits, Gamma telescope|
|4||October 8||October 15||Linear Regression||questions, motor code||motorcycle crash|
|5||October 15||October 22||Logistic Regression||questions, gamma code, toy code||Gamma telescope|
|M||October 27||October 30||Midterm||see course directory|
|6||October 29||November 5||Regularization and Sparsity||questions, digit code, dorothea code||MNIST digits, Dorothea chemical compounds|
|7||November 5||November 12||Kernels and Networks||questions, GP code, neural net code||pedestrian images, pedestrian HOG|
|8||November 12||November 19||Clustering and Mixture Models||questions, digit code, word code||MNIST digits, word features|
|9||November 19||December 3||Hidden Markov Models and Factor Analysis||questions, hmm code, movie code||Alice text, movie ratings|
|F||December 8||December 11||Final||see course directory|